{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "021b0473-978d-4f33-9fbc-15ddb7d02046",
   "metadata": {},
   "source": [
    "## Legend Wrap\n",
    "\n",
    "When the legend contains many items, it automatically wraps to prevent overlap - \n",
    "up to 15 rows for vertical legends and 5 columns for horizontal ones."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "688c06d9-401f-4bfc-a5c9-8e8b2fda7caa",
   "metadata": {},
   "outputs": [
    {
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       "   <div id=\"no7Mbb\"></div>\n",
       "   <script type=\"text/javascript\" data-lets-plot-script=\"library\">\n",
       "       if(!window.letsPlotCallQueue) {\n",
       "           window.letsPlotCallQueue = [];\n",
       "       }; \n",
       "       window.letsPlotCall = function(f) {\n",
       "           window.letsPlotCallQueue.push(f);\n",
       "       };\n",
       "       (function() {\n",
       "           var script = document.createElement(\"script\");\n",
       "           script.type = \"text/javascript\";\n",
       "           script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.8.1rc1/js-package/distr/lets-plot.min.js\";\n",
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       "               \n",
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       "               var div = document.createElement(\"div\");\n",
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       "           e.appendChild(script);\n",
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       "   </script>"
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       "            <div id=\"kotlin_out_0\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                            if(!window.kotlinQueues) {\n",
       "                window.kotlinQueues = {};\n",
       "            }\n",
       "            if(!window.kotlinQueues[\"letsPlotJs\"]) {\n",
       "                var resQueue = [];\n",
       "                window.kotlinQueues[\"letsPlotJs\"] = resQueue;\n",
       "                window[\"call_letsPlotJs\"] = function(f) {\n",
       "                    resQueue.push(f);\n",
       "                }\n",
       "            }\n",
       "            (function (){\n",
       "                var modifiers = [(function(script) {\n",
       "    script.src = \"https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.8.1rc1/js-package/distr/lets-plot.min.js\"\n",
       "    script.type = \"text/javascript\";\n",
       "})];\n",
       "                var e = document.getElementById(\"kotlin_out_0\");\n",
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       "                        window.kotlinQueues[\"letsPlotJs\"].forEach(function(f) {f();});\n",
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       "                    script.addEventListener(\"error\", function() {\n",
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       "            })();\n",
       "            </script>"
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    }
   ],
   "source": [
    "%useLatestDescriptors\n",
    "%use lets-plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "56acd2ee-7b79-4191-b31b-4370d72e50cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Lets-Plot Kotlin API v.4.11.3-SNAPSHOT. Frontend: Notebook with dynamically loaded JS. Lets-Plot JS v.4.8.1rc1.\n",
       "Outputs: Web (HTML+JS), Kotlin Notebook (Swing), Static SVG (hidden)"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LetsPlot.getInfo()"
   ]
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  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "67c03745-047e-4a2a-b3e6-fbcaf5156150",
   "metadata": {},
   "outputs": [],
   "source": [
    "// Prepare a dataset\n",
    "\n",
    "import kotlin.math.roundToInt\n",
    "import kotlin.random.Random\n",
    "\n",
    "private fun Double.to255(): Int = (coerceIn(0.0, 1.0) * 255.0).roundToInt()\n",
    "\n",
    "fun hlsToRgb(h: Double, l: Double, s: Double): Triple<Int, Int, Int> {\n",
    "    fun hue2rgb(p: Double, q: Double, t0: Double): Double {\n",
    "        var t = t0\n",
    "        if (t < 0) t += 1.0\n",
    "        if (t > 1) t -= 1.0\n",
    "        return when {\n",
    "            t < 1.0 / 6 -> p + (q - p) * 6 * t\n",
    "            t < 1.0 / 2 -> q\n",
    "            t < 2.0 / 3 -> p + (q - p) * (2.0 / 3 - t) * 6\n",
    "            else -> p\n",
    "        }\n",
    "    }\n",
    "    val q = if (l < 0.5) l * (1 + s) else l + s - l * s\n",
    "    val p = 2 * l - q\n",
    "    val r = hue2rgb(p, q, h + 1.0 / 3)\n",
    "    val g = hue2rgb(p, q, h)\n",
    "    val b = hue2rgb(p, q, h - 1.0 / 3)\n",
    "    return Triple(r.to255(), g.to255(), b.to255())\n",
    "}\n",
    "\n",
    "\n",
    "fun distinctPalette(n: Int, s: Double = 0.72, l: Double = 0.53): List<String> =\n",
    "    List(n) { i ->\n",
    "        val (r, g, b) = hlsToRgb(i.toDouble() / n, l, s)\n",
    "        \"#%02X%02X%02X\".format(r, g, b)\n",
    "    }\n",
    "    \n",
    "val nCats = 36\n",
    "val ptsPerCat = 13\n",
    "val cats = (1..nCats).map { i -> \"C%02d\".format(i) }\n",
    "val cols = 6\n",
    "\n",
    "val rnd = Random(42)\n",
    "data class Pt(val x: Double, val y: Double, val cat: String)\n",
    "\n",
    "val points: List<Pt> = cats.flatMapIndexed { i, c ->\n",
    "    List(ptsPerCat) {\n",
    "        val x = (i % cols) + rnd.nextDouble(-0.4, 0.4)\n",
    "        val y = (i / cols) + rnd.nextDouble(-0.4, 0.4)\n",
    "        Pt(x, y, c)\n",
    "    }\n",
    "}\n",
    "\n",
    "val xs = points.map { it.x }\n",
    "val ys = points.map { it.y }\n",
    "val catCol = points.map { it.cat }\n",
    "\n",
    "val data = mapOf(\"x\" to xs, \"y\" to ys, \"cat\" to catCol)\n",
    "\n",
    "val palette = distinctPalette(nCats)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8acb5638-8484-4058-a31f-248b0ba005ca",
   "metadata": {},
   "outputs": [],
   "source": [
    "val base =\n",
    "    letsPlot(data) { x = \"x\"; y = \"y\"; color = \"cat\" } +\n",
    "        geomPoint(size = 3.0, alpha = 0.9) +\n",
    "        scaleColorManual(values = palette, name = \"Categories ($nCats)\") +\n",
    "        ggsize(800, 460)"
   ]
  },
  {
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   "execution_count": 5,
   "id": "064b9fb2-7383-4bc8-a1fd-26f7ceec5d88",
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     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "// The default legend layout (vertical)\n",
    "\n",
    "base"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "512dc5bc-d4e9-492a-b489-757160fa3e41",
   "metadata": {},
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       "                <script>document.getElementById(\"68ef5e49-e3b5-4715-b0f7-aef0c326a845\").style.display = \"none\";</script>"
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     "execution_count": 6,
     "metadata": {},
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   "source": [
    "// The horizontal case\n",
    "\n",
    "base + theme().legendPositionBottom()"
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  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "54f0fba8-8297-4bfb-ac8a-6a73e75e0972",
   "metadata": {},
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       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 460.0 L800.0 460.0 L800.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dVkb73a\">\n",
       "  </g>\n",
       "</svg>\n",
       "                <script>document.getElementById(\"b7e39607-fdb6-432c-8f2b-768ddf50f61f\").style.display = \"none\";</script>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "// You can still adjust the number of legend rows or columns manually.\n",
    "\n",
    "base +\n",
    "    theme().legendPositionBottom() +\n",
    "    guides(\n",
    "        color = guideLegend(\n",
    "            ncol = 10, \n",
    "            byRow = true)\n",
    "    )"
   ]
  }
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